{"id":"W6958977737","doi":"10.6084/m9.figshare.c.6578615","title":"Virological failure among people living with HIV receiving second-line antiretroviral therapy in Pune, India","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Antiretroviral therapy; Logistic regression; Human immunodeficiency virus (HIV); Viral load; Odds ratio; Odds; Antiretroviral treatment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004767583,0.0003350695,0.0003038374,0.0009346651,0.0008163304,0.001015584,0.0006232965,0.0003940108,0.001828449],"category_scores_gemma":[0.001177433,0.0003220826,0.0005963978,0.001226864,0.0005153199,0.0005177252,0.0008154709,0.0009437928,0.0002494736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004391659,"about_ca_system_score_gemma":0.000922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03045766,"about_ca_topic_score_gemma":0.0287017,"domain_scores_codex":[0.9995123,0.0001075328,0.00005143791,0.0001017212,0.00007392698,0.0001530791],"domain_scores_gemma":[0.9988118,0.0002402188,0.0005106446,0.00006981572,0.0001342421,0.0002333282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002302351,0.00002571002,0.9985899,0.00002396478,0.00002508022,0.0001181715,0.0001909185,0.00003468088,0.00005420345,0.00001734498,0.0001574691,0.0007394517],"study_design_scores_gemma":[0.000002595581,0.00004224739,0.9985858,0.00001731846,0.00001620865,0.0003229647,0.000778016,0.00009203034,0.00002380392,0.00002100642,0.00009342774,0.000004577309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984646,0.0002573199,0.00004636737,0.0001511336,0.000009991611,0.00001151955,0.0005191877,0.000006338045,0.0005334392],"genre_scores_gemma":[0.9995968,0.00009508336,0.00002408715,0.00004311813,0.00000598956,0.000006058163,0.0001574674,9.430393e-7,0.0000704519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03045766,"threshold_uncertainty_score":0.0605607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738595267943337,"score_gpt":0.2132516068233672,"score_spread":0.1958656541439339,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}